This simple web page generates strong, site specific passwords from given passphrase. Nothing will be saved either on the server or in the browser.
There's also an iOS optimized version and a Chrome extension. These are designed for ease of use, and will store site options in localStorage and Chrome synced storage.
The password generation algorithm is the same as One Shall Pass. Visit project page on github for more technical information.